Pith. sign in
Pith Number

pith:W5U2OTCG

pith:2020:W5U2OTCGKKGKWMGYS4FYSNPFPA
not attested not anchored not stored refs pending

TODS: An Automated Time Series Outlier Detection System

Daochen Zha, Devesh Kumar, Diego Martinez, Guanchu Wang, Junjie Xu, Kwei-Herng Lai, Mingyang Wan, Purav Zumkhawaka, Xia Hu, Yile Chen, Yue Zhao

arxiv:2009.09822 v4 · 2020-09-18 · cs.DB · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{W5U2OTCGKKGKWMGYS4FYSNPFPA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Receipt and verification
First computed 2026-07-05T11:00:56.872532Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b769a74c46528cab30d8970b8935e578036a925f84fe4c7783b5796ccd28be97

Aliases

arxiv: 2009.09822 · arxiv_version: 2009.09822v4 · doi: 10.48550/arxiv.2009.09822 · pith_short_12: W5U2OTCGKKGK · pith_short_16: W5U2OTCGKKGKWMGY · pith_short_8: W5U2OTCG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/W5U2OTCGKKGKWMGYS4FYSNPFPA \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b769a74c46528cab30d8970b8935e578036a925f84fe4c7783b5796ccd28be97
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7ad7c856392c80ce382208ffc9caf0508debaf901fb7ae5a83e4148e95bf6584",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2020-09-18T15:36:43Z",
    "title_canon_sha256": "22fa25fa61d58f1a23eb3174d7ce3a213ba1038b02b71d7b55eab85fa53098a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.09822",
    "kind": "arxiv",
    "version": 4
  }
}